ComparEdge
Updated today · Independent Analysis

Zilliz Cloud vs Redis Vector Store

Capability Overview
Zilliz Cloud logo - software comparison
Zilliz Cloudvs Redis Vector Store
4.4G2
Only in Zilliz Cloud
  • Open Source (Apache 2.0)
  • Distributed Architecture
  • Billion-Scale Vectors
✓ Free planFrom $126/mo(cheaper)5k+ users · est. 2017
Redis Vector Store logo - software comparison
Redis Vector Storevs Zilliz Cloud
4.4G2
Only in Redis Vector Store
  • HNSW vector index
  • FLAT (exact) vector index
  • Hybrid search (vector + filter)
✓ Free planFrom $200/mo(pricier)N/A users · est.
Quick VerdictIndependent Analysis

Zilliz Cloud and Redis Vector Store are both Vector Databases tools. Zilliz Cloud starts at $126/mo, Redis Vector Store at $200/mo. Compare features, pricing, and ratings below to find the best fit for your team.


When to Choose Zilliz Cloud vs Redis Vector Store

The question that matters: “In what situation will I regret choosing A over B after 3 months?”

Scenario: Trillion-Scale Vector Search via Zilliz
Zilliz Cloud
Trillion-Scale Vector Search via Zilliz Cloud

Milvus scales to trillions of vectors using hierarchical index structures with tiered storage, serving billion-scale collections that exceed single-machine memory limits via Zilliz Cloud managed deployment.

Redis Vector Store
Real-time Semantic Search

Add vector search to an existing Redis deployment for product recommendations with sub-millisecond response times

Zilliz Cloud Unique Strength
GPU-Accelerated Index Building for Large Collections

Milvus GPU indexing builds IVFPQ indexes on billion-vector collections 10x faster than CPU-only builds, reducing the time from ingestion to searchable index for large-scale embedding pipelines.

→ Choose Zilliz Cloud if this scenario applies to you. Redis Vector Store doesn't offer a comparable solution.
Zilliz Cloud Unique Strength
Dynamic Schema and Partition Management for Multi-Tenant Apps

Milvus partitions split a collection by tenant key, improving query isolation and allowing partition-level operations like load/release to balance memory usage across a shared cluster.

→ Choose Zilliz Cloud if this scenario applies to you. Redis Vector Store doesn't offer a comparable solution.
Redis Vector Store Unique Strength
Chat History Retrieval

Store conversation embeddings in Redis and retrieve semantically similar past interactions for context-aware chatbot responses

→ Choose Redis Vector Store if this scenario applies to you. Zilliz Cloud doesn't offer a comparable solution.
Redis Vector Store Unique Strength
Fraud Detection

Compare transaction embeddings against known fraud patterns in real-time at low latency to flag suspicious activity during checkout

→ Choose Redis Vector Store if this scenario applies to you. Zilliz Cloud doesn't offer a comparable solution.
Redis Vector Store Unique Strength
Unified Cache and Vector Store

Combine Redis caching and vector search in one database, reducing infrastructure complexity for recommendation APIs

→ Choose Redis Vector Store if this scenario applies to you. Zilliz Cloud doesn't offer a comparable solution.

Pricing Comparison & Plans
High· Verified Jul 8, 2026

Zilliz Cloud logo - software comparison

Zilliz Cloud Plans

Free tier available

Free

Free

Best for: Learning & personal projects

  • 5 GB storage
  • 2.5M vCUs/mo included
  • Up to 5 collections
  • Serverless
View on vendor site

Standard (Dedicated)

from $126/GB/mo

Best for: Prototypes & testing (non-critical)

  • From $0/mo serverless OR $126/GB-mo dedicated
  • Fully managed core APIs
  • Backup & restore
  • Basic monitoring
  • Encryption in transit + at rest
View on vendor site
MOST POPULAR

Enterprise (Dedicated)

from $197/mo

Best for: Production applications

  • 99.95% uptime SLA
  • Audit logs
  • SSO (SAML 2.0)
  • Granular RBAC
  • Multi-replica + elastic scaling
View on vendor site

Business Critical

Contact Sales

Best for: Healthcare / finance / regulated mission-critical

  • Global cluster HA + DR
  • CMEK + full-path encryption
  • HIPAA-eligible
  • Priority support
View on vendor site

On-demand Compute

Contact Sales

Best for: Lake-scale search on external data

  • Pay only for active job runtime (no always-on compute)
  • Zero-copy external data access
  • System-managed index builds
View on vendor site

BYOC (Bring Your Own Cloud)

Contact Sales

Best for: Custom infra / compliance

  • Deploy on your own infrastructure
  • Same features as SaaS Dedicated
View on vendor site
Full Zilliz Cloud Pricing Breakdown
Redis Vector Store logo - software comparison

Redis Vector Store Plans

Free tier available

Redis Cloud Free

Free

Best for: Ideal for testing, development, and small projects to explore Redis capabilities without cost.

  • Learning and building test projects
  • Enough space to learn Redis concepts
  • Develop application prototypes
  • Cost-efficient for low-throughput scenarios
View on vendor site
MOST POPULAR

Redis Cloud Pro

$200/mo

Best for: Starting at $200/mo, this plan offers advanced features, high availability, and scalability for production-grade workloads.

  • Dedicated VPC infrastructure
  • Multi-AZ high availability (optional)
  • 99.999% uptime SLA
  • Active-Active replication (CRDT-based multi-region writes across up to 10 regions)
  • Auto-tiering (automatic hot/cold data separation to SSD storage)
View on vendor site

Redis Cloud Essentials 250 MB

Contact Sales

Best for: Suitable for small-scale applications requiring dedicated resources and predictable performance

  • High availability
  • Daily backups
  • Instant backups
  • Suitable for bigger projects or production environments
  • Cost-efficient for low-throughput scenarios
View on vendor site

Redis Cloud Essentials 1 GB

Contact Sales

Best for: Good for growing applications needing more memory and dedicated resources

  • High availability
  • Daily backups
  • Instant backups
  • Suitable for bigger projects or production environments
  • Cost-efficient for low-throughput scenarios
View on vendor site

Redis Cloud Essentials 2.5 GB

Contact Sales

Best for: Designed for medium-sized applications with moderate data storage and performance requirements

  • High availability
  • Daily backups
  • Instant backups
  • Suitable for bigger projects or production environments
  • Cost-efficient for low-throughput scenarios
View on vendor site

Redis Cloud Essentials 5 GB

Contact Sales

Best for: A robust option for larger applications demanding significant memory and consistent performance

  • High availability
  • Daily backups
  • Instant backups
  • Suitable for bigger projects or production environments
  • Cost-efficient for low-throughput scenarios
View on vendor site
Full Redis Vector Store Pricing Breakdown

Capability Breakdown

4 differences found across 14 standardized features

Feature
Zilliz Cloud
Redis Vector Store
Sparse Vectors
GPU Acceleration
Filtering
Disk-based Index
Total (raw)
16
14
Zilliz Cloud Features
  • Open Source (Apache 2.0)
  • Distributed Architecture
  • Billion-Scale Vectors
  • ANNS Algorithms (HNSW, IVF, DiskANN)
  • Hybrid Search
  • GPU Acceleration
  • Multi-vector Search
  • Sparse Vector Support
  • Metadata Filtering
  • Data Partitioning
  • Incremental Indexing
  • Python/Java/Go SDKs
  • Kubernetes Native
  • LangChain Integration
  • Time Travel (data versioning)
  • RBAC
Redis Vector Store Features
  • HNSW vector index
  • FLAT (exact) vector index
  • Hybrid search (vector + filter)
  • In-memory storage
  • Sub-millisecond latency
  • Redis Cloud managed service
  • Python/Node.js/Java SDKs
  • LangChain/LlamaIndex integration
  • Horizontal scaling via Redis Cluster
  • RDB and AOF persistence
  • Multi-tenancy via keyspaces
  • REST API (Redis Cloud)
  • Vector distance metrics (L2, IP, Cosine)
  • Metadata filtering

Strengths & Limitations

Evaluative strengths and weaknesses: not feature lists

Pros
  • +CNCF project: battle-tested for billion-scale workloads
  • +GPU acceleration and DiskANN for cost-efficient large-scale search
  • +Distributed architecture with independent storage/compute scaling
  • +Multi-vector search supports complex AI use cases
Cons
  • Operational complexity: requires Kubernetes expertise for self-hosted
  • Overkill for small-scale RAG applications
Pros
  • +Sub-millisecond vector search latency for applications already using Redis
  • +No new database to manage if Redis is already in your stack
  • +HNSW index delivers high recall with low query latency at moderate scale
Cons
  • There are some points where I feel Redis can be improved.
  • There are a few areas where Redis could improve.
  • Redis could improve its efficiency in handling locally stored data, not just Amazon Cloud or Google Cloud.
  • Redis presents a single point of failure and lacks fault tolerance.
  • The product's main purpose is caching, even though the vendor says we can also use it as a persistent database.

At a Glance

User Rating
4.4/5vs4.4/5
Zilliz Cloud
Redis Vector Store
Starting Price
$126/movs$200/mo
Zilliz Cloud
Redis Vector Store
Feature Count
16 featuresvs14 features
Zilliz Cloud
Redis Vector Store
User Base
5vs0
Zilliz Cloud
Redis Vector Store

Oleh KemOleh KemFounder & Lead AnalystExpert verified·Updated today·Our methodology
Zilliz Cloud · Price & Data SyncLast verified: July 8, 2026 · CE-PRICING-20260706-MILVUS-Z · ✓ Pricing updated July 6, 2026
Up to date
Redis Vector Store · Price & Data SyncLast verified: July 8, 2026 · CE-DB-2026W23-3F94ED · ✓ Pricing updated May 30, 2026
Up to date

Recent Price History

Zilliz Cloud

Zilliz Cloud added a new "Standard (Dedicated)" plan at $126/GB/mo

Plan added · Jul 6, 2026

Zilliz Cloud

Zilliz Cloud added a new "Enterprise (Dedicated)" plan at $197/mo

Plan added · Jul 6, 2026

Zilliz Cloud

Zilliz Cloud added a new "On-demand Compute" plan (Custom pricing)

Plan added · Jul 6, 2026

Zilliz Cloud

Zilliz Cloud removed the "Serverless" plan

Plan removed · Jul 6, 2026

Zilliz Cloud

Zilliz Cloud removed the "Dedicated Business Critical" plan

Plan removed · Jul 6, 2026

Redis Vector Store

Redis Vector Store removed the "Redis Cloud Flexible / Enterprise" plan

Plan removed · May 30, 2026

Redis Vector Store

Redis Vector Store added a new "Redis Cloud Essentials 250 MB" plan (Custom pricing)

Plan added · May 30, 2026

Redis Vector Store

Redis Vector Store removed the "Redis Cloud Fixed" plan

Plan removed · May 30, 2026

Redis Vector Store

Redis Vector Store added a new "Redis Cloud Essentials 12 GB" plan (Custom pricing)

Plan added · May 30, 2026

Redis Vector Store

Redis Vector Store removed the "Redis Stack (Self-Hosted)" plan

Plan removed · May 30, 2026


Frequently Asked Questions


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